Results for "graph search"

12 results

Beam Search Intermediate

Search algorithm for generation that keeps top-k partial sequences; can improve likelihood but reduce diversity.

Foundations & Theory
Graph Neural Network Intermediate

Neural networks that operate on graph-structured data by propagating information along edges.

Model Architectures
Graph Convolution Intermediate

Extension of convolution to graph domains using adjacency structure.

Model Architectures
Knowledge Graph Intermediate

Structured graph encoding facts as entity–relation–entity triples.

Model Architectures
Causal Graph Advanced

Directed acyclic graph encoding causal relationships.

Causal AI & Interpretability
Vector Database Intermediate

A datastore optimized for similarity search over embeddings, enabling semantic retrieval at scale.

Large Language Models
Semantic Search Intermediate

Retrieval based on embedding similarity rather than keyword overlap, capturing paraphrases and related concepts.

Foundations & Theory
Line Search Intermediate

Choosing step size along gradient direction.

Foundations & Theory
Policy Search Advanced

Directly optimizing control policies.

Reinforcement Learning
Graph Attention Network Intermediate

GNN using attention to weight neighbor contributions dynamically.

Model Architectures
Heterogeneous Graph Intermediate

Graphs containing multiple node or edge types with different semantics.

Model Architectures
Factor Graph Intermediate

Graphical model expressing factorization of a probability distribution.

Model Architectures